Synthetic Data Generation on 15-minute resolution residential ECP 16-shot
0.0205MMDTransformer-based few-shot learning for ECP modeling
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Transformer-based few-shot learning for ECP modelingShots=16, Resolution=15-minute2024.08 | 0.0205 | 0.1232 | 0.134 | 0.0634 | 0.0016 | |
| CDDPMShots=16, Resolution=15-minute2024.08 | 0.0905 | 0.2883 | 0.3358 | 0.5902 | 0.0783 | |
| CVAEShots=16, Resolution=15-minute2024.08 | 0.2443 | 0.3132 | 0.2071 | 0.2514 | 0.0809 | |
| CFlowShots=16, Resolution=15-minute2024.08 | 0.4427 | 0.3635 | 0.4147 | 0.7274 | 0.093 |